Prologis · 20 hours ago
AI and LLM Lead
Milpitas, CA
Full-time
Onsite
Mid, Senior Level
$135K/yr - $190K/yr
3+ years expPrologis is a leader in the logistics industry with a vast portfolio and a commitment to innovation. They are seeking a strategic AI & LLM Lead to identify, design, and execute AI-driven solutions, focusing on large language models to create transformative applications across business units.
IndustrialLogisticsReal Estate
Responsibilities
Collaborate with business leaders to translate strategic goals into AI opportunities. Engage with functional leads to clarify requirements, convert them into analytical hypotheses, rapidly prototype and iterate solutions
Own the end-to-end process from ideation and stakeholder engagement to deployment and post-launch evaluation of AI and LLM initiatives
Execute the full data-science workflow—including EDA, feature engineering, model selection, validation, and monitoring—adhering to team coding and documentation standards
Design and implement LLM powered applications, tailored to solve real estate-specific challenges (e.g., lease abstraction, tenant communication, investment memo summarization). Craft prompts, fine-tune domain-specific models, or create retrieval-augmented generation pipelines that boost productivity or customer experience
Work with MLOps and engineering teams to deploy models into production environments, establish monitoring frameworks, and continuously improve solution performance
Act as a bridge between product, engineering, data, and business teams to align AI solutions with user needs and technical feasibility
Distill findings into clear narratives and visualizations; present recommendations to technical and non-technical stakeholders
Provide peer mentorship, code and architecture reviews, and technical best practices to elevate the broader team’s capabilities
Stay current on emerging algorithms and tooling; propose POCs that can raise model accuracy, reduce latency, or lower cost
Qualification
Required
Proficient in Python (pandas, scikit-learn, PyTorch/TensorFlow, Langchain etc), SQL, and version control
Solid grounding in supervised, unsupervised, and deep learning techniques plus model-evaluation best practices
Hands-on experience fine-tuning or integrating LLMs such as GPT, LLaMA, Claude, Gemini, etc
Experience with vector databases (e.g., FAISS, Pinecone), embeddings, and RAG architectures
Solid understanding of cloud platforms (AWS, Azure, GCP) and MLOps tools
Preferred
3+ years of hands-on experience in applied AI/ML development (1-2 years with advanced STEM degree), with at least 2 years focusing on LLMs or NLP-related technologies
Demonstrated ability to convert business questions into deployable ML solutions and explain results to non-experts
Proven success owning and delivering cross-functional AI/LLM projects from start to finish
Experience working in or supporting real estate, logistics, finance, or other asset-heavy industries is a plus
Benefits
Healthcare, dental, and vision insurance for employees and eligible dependents
Wellness, financial, and work/lifestyle-specific benefits
401(k) retirement plan has a company match of 50% up to 12% of eligible compensation
Generous PTO with a starting accrual of 22 days a year in addition to paid holidays and volunteer time
Company
Prologis
Prologis is an owner, operator, and developer of industrial real estate, logistics, and supply chain.
1001-5000 employees
H1B Sponsorship
Prologis has a track record of offering H1B sponsorships. Please note that this does not
guarantee sponsorship for this specific role. Below presents additional info for your
reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Represents job field similar to this job
Trends of Total Sponsorships
2025 (12)
2024 (15)
2023 (8)
2022 (10)
2021 (6)
2020 (2)
Funding
Current Stage
Public CompanyTotal Funding
$3.24BKey Investors
European Investment Bank
2025-05-22Post Ipo Debt· $3B
2024-12-11Post Ipo Debt· $236.38M
1994-04-08IPO
Leadership Team
Dan Letter
Chief Executive Officer
Hamid Moghadam
Chairman & CEO
Recent News
The Real Deal
2026-01-08
2025-12-20
2025-12-17
Company data provided by crunchbase